Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 194 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 40.9 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 10 |
fuel-type is highly imbalanced (52.1%) | Imbalance |
engine-location is highly imbalanced (88.5%) | Imbalance |
num-of-cylinders is highly imbalanced (58.0%) | Imbalance |
symboling has 65 (33.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-28 09:25:34.978528 |
|---|---|
| Analysis finished | 2024-05-28 09:26:18.588845 |
| Duration | 43.61 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
symboling
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.78865979 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 65 |
| Zeros (%) | 33.5% |
| Negative | 23 |
| Negative (%) | 11.9% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2008957 |
|---|---|
| Coefficient of variation (CV) | 1.5227044 |
| Kurtosis | -0.52789383 |
| Mean | 0.78865979 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.21553879 |
| Sum | 153 |
| Variance | 1.4421505 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 54 | |
| 2 | 31 | |
| 3 | 21 | 10.8% |
| -1 | 20 | 10.3% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 20 | 10.3% |
| 0 | 65 | |
| 1 | 54 | |
| 2 | 31 | |
| 3 | 21 | 10.8% |
| Value | Count | Frequency (%) |
| 3 | 21 | 10.8% |
| 2 | 31 | |
| 1 | 54 | |
| 0 | 65 | |
| -1 | 20 | 10.3% |
| -2 | 3 | 1.5% |
normalized-losses
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.10309 |
| Minimum | 65 |
|---|---|
| Maximum | 256 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 75.95 |
| Q1 | 101 |
| median | 115 |
| Q3 | 137 |
| 95-th percentile | 168 |
| Maximum | 256 |
| Range | 191 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 31.49981 |
|---|---|
| Coefficient of variation (CV) | 0.2622731 |
| Kurtosis | 1.6285637 |
| Mean | 120.10309 |
| Median Absolute Deviation (MAD) | 19.5 |
| Skewness | 0.97072775 |
| Sum | 23300 |
| Variance | 992.23802 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 115 | 39 | |
| 161 | 11 | 5.7% |
| 91 | 8 | 4.1% |
| 150 | 7 | 3.6% |
| 128 | 6 | 3.1% |
| 104 | 6 | 3.1% |
| 95 | 5 | 2.6% |
| 168 | 5 | 2.6% |
| 74 | 5 | 2.6% |
| 102 | 5 | 2.6% |
| Other values (39) | 97 |
| Value | Count | Frequency (%) |
| 65 | 5 | |
| 74 | 5 | |
| 77 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 81 | 2 | 1.0% |
| 83 | 3 | 1.5% |
| 85 | 4 | |
| 87 | 2 | 1.0% |
| 89 | 2 | 1.0% |
| 91 | 8 |
| Value | Count | Frequency (%) |
| 256 | 1 | 0.5% |
| 231 | 1 | 0.5% |
| 194 | 2 | 1.0% |
| 192 | 2 | 1.0% |
| 188 | 2 | 1.0% |
| 186 | 1 | 0.5% |
| 168 | 5 | |
| 164 | 2 | 1.0% |
| 161 | 11 | |
| 158 | 2 | 1.0% |
make
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| volkswagen | |
| subaru | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.4690722 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1255 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 27 | |
| nissan | 18 | 9.3% |
| mazda | 17 | 8.8% |
| volkswagen | 12 | 6.2% |
| subaru | 12 | 6.2% |
| honda | 12 | 6.2% |
| mitsubishi | 11 | 5.7% |
| peugot | 11 | 5.7% |
| volvo | 11 | 5.7% |
| dodge | 8 | 4.1% |
| Other values (12) | 55 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 27 | |
| nissan | 18 | 9.3% |
| mazda | 17 | 8.8% |
| volkswagen | 12 | 6.2% |
| subaru | 12 | 6.2% |
| honda | 12 | 6.2% |
| mitsubishi | 11 | 5.7% |
| peugot | 11 | 5.7% |
| volvo | 11 | 5.7% |
| bmw | 8 | 4.1% |
| Other values (12) | 55 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 148 | 11.8% |
| o | 139 | 11.1% |
| s | 104 | 8.3% |
| t | 87 | 6.9% |
| e | 80 | 6.4% |
| u | 71 | 5.7% |
| n | 70 | 5.6% |
| i | 61 | 4.9% |
| d | 60 | 4.8% |
| m | 54 | 4.3% |
| Other values (15) | 381 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1244 | |
| Dash Punctuation | 11 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 148 | 11.9% |
| o | 139 | 11.2% |
| s | 104 | 8.4% |
| t | 87 | 7.0% |
| e | 80 | 6.4% |
| u | 71 | 5.7% |
| n | 70 | 5.6% |
| i | 61 | 4.9% |
| d | 60 | 4.8% |
| m | 54 | 4.3% |
| Other values (14) | 370 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1244 | |
| Common | 11 | 0.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 148 | 11.9% |
| o | 139 | 11.2% |
| s | 104 | 8.4% |
| t | 87 | 7.0% |
| e | 80 | 6.4% |
| u | 71 | 5.7% |
| n | 70 | 5.6% |
| i | 61 | 4.9% |
| d | 60 | 4.8% |
| m | 54 | 4.3% |
| Other values (14) | 370 |
Common
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1255 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 148 | 11.8% |
| o | 139 | 11.1% |
| s | 104 | 8.3% |
| t | 87 | 6.9% |
| e | 80 | 6.4% |
| u | 71 | 5.7% |
| n | 70 | 5.6% |
| i | 61 | 4.9% |
| d | 60 | 4.8% |
| m | 54 | 4.3% |
| Other values (15) | 381 |
fuel-type
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.3092784 |
| Min length | 3 |
Characters and Unicode
| Total characters | 642 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 174 | |
| diesel | 20 | 10.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 174 | |
| diesel | 20 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 194 | |
| g | 174 | |
| a | 174 | |
| e | 40 | 6.2% |
| d | 20 | 3.1% |
| i | 20 | 3.1% |
| l | 20 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 642 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 194 | |
| g | 174 | |
| a | 174 | |
| e | 40 | 6.2% |
| d | 20 | 3.1% |
| i | 20 | 3.1% |
| l | 20 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 642 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 194 | |
| g | 174 | |
| a | 174 | |
| e | 40 | 6.2% |
| d | 20 | 3.1% |
| i | 20 | 3.1% |
| l | 20 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 642 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 194 | |
| g | 174 | |
| a | 174 | |
| e | 40 | 6.2% |
| d | 20 | 3.1% |
| i | 20 | 3.1% |
| l | 20 | 3.1% |
aspiration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.3402062 |
| Min length | 3 |
Characters and Unicode
| Total characters | 648 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 161 | |
| turbo | 33 | 17.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 161 | |
| turbo | 33 | 17.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 194 | |
| s | 161 | |
| d | 161 | |
| u | 33 | 5.1% |
| r | 33 | 5.1% |
| b | 33 | 5.1% |
| o | 33 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 648 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 194 | |
| s | 161 | |
| d | 161 | |
| u | 33 | 5.1% |
| r | 33 | 5.1% |
| b | 33 | 5.1% |
| o | 33 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 648 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 194 | |
| s | 161 | |
| d | 161 | |
| u | 33 | 5.1% |
| r | 33 | 5.1% |
| b | 33 | 5.1% |
| o | 33 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 648 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 194 | |
| s | 161 | |
| d | 161 | |
| u | 33 | 5.1% |
| r | 33 | 5.1% |
| b | 33 | 5.1% |
| o | 33 | 5.1% |
num-of-doors
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5773196 |
| Min length | 3 |
Characters and Unicode
| Total characters | 694 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 112 | |
| two | 82 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 112 | |
| two | 82 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 194 | |
| f | 112 | |
| u | 112 | |
| r | 112 | |
| t | 82 | |
| w | 82 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 694 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 194 | |
| f | 112 | |
| u | 112 | |
| r | 112 | |
| t | 82 | |
| w | 82 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 694 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 194 | |
| f | 112 | |
| u | 112 | |
| r | 112 | |
| t | 82 | |
| w | 82 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 694 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 194 | |
| f | 112 | |
| u | 112 | |
| r | 112 | |
| t | 82 | |
| w | 82 |
body-style
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 5 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.556701 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1272 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 93 | |
| hatchback | 64 | |
| wagon | 24 | 12.4% |
| hardtop | 8 | 4.1% |
| convertible | 5 | 2.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 93 | |
| hatchback | 64 | |
| wagon | 24 | 12.4% |
| hardtop | 8 | 4.1% |
| convertible | 5 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 253 | |
| h | 136 | |
| c | 133 | |
| n | 122 | |
| e | 103 | |
| d | 101 | 7.9% |
| s | 93 | 7.3% |
| t | 77 | 6.1% |
| b | 69 | 5.4% |
| k | 64 | 5.0% |
| Other values (8) | 121 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1272 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 253 | |
| h | 136 | |
| c | 133 | |
| n | 122 | |
| e | 103 | |
| d | 101 | 7.9% |
| s | 93 | 7.3% |
| t | 77 | 6.1% |
| b | 69 | 5.4% |
| k | 64 | 5.0% |
| Other values (8) | 121 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1272 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 253 | |
| h | 136 | |
| c | 133 | |
| n | 122 | |
| e | 103 | |
| d | 101 | 7.9% |
| s | 93 | 7.3% |
| t | 77 | 6.1% |
| b | 69 | 5.4% |
| k | 64 | 5.0% |
| Other values (8) | 121 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 253 | |
| h | 136 | |
| c | 133 | |
| n | 122 | |
| e | 103 | |
| d | 101 | 7.9% |
| s | 93 | 7.3% |
| t | 77 | 6.1% |
| b | 69 | 5.4% |
| k | 64 | 5.0% |
| Other values (8) | 121 |
drive-wheels
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 582 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 116 | |
| rwd | 69 | |
| 4wd | 9 | 4.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 116 | |
| rwd | 69 | |
| 4wd | 9 | 4.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 194 | |
| d | 194 | |
| f | 116 | |
| r | 69 | 11.9% |
| 4 | 9 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 573 | |
| Decimal Number | 9 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 194 | |
| d | 194 | |
| f | 116 | |
| r | 69 | 12.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 573 | |
| Common | 9 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 194 | |
| d | 194 | |
| f | 116 | |
| r | 69 | 12.0% |
Common
| Value | Count | Frequency (%) |
| 4 | 9 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 582 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 194 | |
| d | 194 | |
| f | 116 | |
| r | 69 | 11.9% |
| 4 | 9 | 1.5% |
engine-location
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9845361 |
| Min length | 4 |
Characters and Unicode
| Total characters | 967 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 191 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 191 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 197 | |
| f | 191 | |
| o | 191 | |
| n | 191 | |
| t | 191 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 967 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 197 | |
| f | 191 | |
| o | 191 | |
| n | 191 | |
| t | 191 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 967 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 197 | |
| f | 191 | |
| o | 191 | |
| n | 191 | |
| t | 191 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 967 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 197 | |
| f | 191 | |
| o | 191 | |
| n | 191 | |
| t | 191 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
wheel-base
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.75 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 92.405 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 101.8 |
| 95-th percentile | 110.7 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 6.1245133 |
|---|---|
| Coefficient of variation (CV) | 0.062020388 |
| Kurtosis | 0.9632844 |
| Mean | 98.75 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 1.0515154 |
| Sum | 19157.5 |
| Variance | 37.509663 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.5 | 21 | 10.8% |
| 93.7 | 20 | 10.3% |
| 95.7 | 13 | 6.7% |
| 96.5 | 7 | 3.6% |
| 97.3 | 7 | 3.6% |
| 96.3 | 6 | 3.1% |
| 104.3 | 6 | 3.1% |
| 100.4 | 6 | 3.1% |
| 107.9 | 6 | 3.1% |
| 98.8 | 6 | 3.1% |
| Other values (40) | 96 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.6% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.5 | 21 |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
length
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.8268 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.03 |
| Q1 | 166.3 |
| median | 172.5 |
| Q3 | 181.65 |
| 95-th percentile | 197.665 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 15.35 |
Descriptive statistics
| Standard deviation | 12.563542 |
|---|---|
| Coefficient of variation (CV) | 0.072276208 |
| Kurtosis | -0.13814168 |
| Mean | 173.8268 |
| Median Absolute Deviation (MAD) | 6.85 |
| Skewness | 0.19175129 |
| Sum | 33722.4 |
| Variance | 157.84259 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.7% |
| 188.8 | 11 | 5.7% |
| 171.7 | 7 | 3.6% |
| 166.3 | 7 | 3.6% |
| 186.7 | 7 | 3.6% |
| 165.3 | 6 | 3.1% |
| 177.8 | 6 | 3.1% |
| 186.6 | 6 | 3.1% |
| 172 | 5 | 2.6% |
| 175.6 | 5 | 2.6% |
| Other values (63) | 119 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 3 | 1.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
width
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.901546 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64 |
| median | 65.4 |
| Q3 | 66.9 |
| 95-th percentile | 70.535 |
| Maximum | 72.3 |
| Range | 12 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 2.1756656 |
|---|---|
| Coefficient of variation (CV) | 0.033013878 |
| Kurtosis | 0.64100884 |
| Mean | 65.901546 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.95442799 |
| Sum | 12784.9 |
| Variance | 4.7335209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 12.4% |
| 66.5 | 21 | 10.8% |
| 65.4 | 15 | 7.7% |
| 63.6 | 11 | 5.7% |
| 68.4 | 10 | 5.2% |
| 64.4 | 10 | 5.2% |
| 64 | 9 | 4.6% |
| 65.5 | 8 | 4.1% |
| 65.2 | 6 | 3.1% |
| 67.2 | 6 | 3.1% |
| Other values (32) | 74 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 11 | |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.6% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 3.1% |
| 64.4 | 10 |
| Value | Count | Frequency (%) |
| 72.3 | 1 | 0.5% |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 |
height
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.814433 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.675 |
| 95-th percentile | 57.78 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.675 |
Descriptive statistics
| Standard deviation | 2.4514346 |
|---|---|
| Coefficient of variation (CV) | 0.045553478 |
| Kurtosis | -0.43442428 |
| Mean | 53.814433 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.021312877 |
| Sum | 10440 |
| Variance | 6.0095315 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 7.2% |
| 55.7 | 12 | 6.2% |
| 52 | 10 | 5.2% |
| 54.5 | 10 | 5.2% |
| 55.5 | 9 | 4.6% |
| 54.3 | 8 | 4.1% |
| 56.7 | 8 | 4.1% |
| 52.6 | 7 | 3.6% |
| 54.1 | 7 | 3.6% |
| 56.1 | 7 | 3.6% |
| Other values (39) | 102 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.1% |
| 49.7 | 3 | 1.5% |
| 50.2 | 2 | 1.0% |
| 50.5 | 2 | 1.0% |
| 50.6 | 5 | 2.6% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
curb-weight
Real number (ℝ)
| Distinct | 161 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2537.9588 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1896.5 |
| Q1 | 2131 |
| median | 2404 |
| Q3 | 2894.25 |
| 95-th percentile | 3508.5 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 763.25 |
Descriptive statistics
| Standard deviation | 526.67032 |
|---|---|
| Coefficient of variation (CV) | 0.20751729 |
| Kurtosis | 0.059929611 |
| Mean | 2537.9588 |
| Median Absolute Deviation (MAD) | 365.5 |
| Skewness | 0.77008839 |
| Sum | 492364 |
| Variance | 277381.63 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.1% |
| 1989 | 3 | 1.5% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 2191 | 2 | 1.0% |
| 2535 | 2 | 1.0% |
| 2024 | 2 | 1.0% |
| 2414 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| 2300 | 2 | 1.0% |
| Other values (151) | 169 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 2 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
engine-type
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| l | 12 |
| dohc | 8 |
| Other values (2) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1134021 |
| Min length | 1 |
Characters and Unicode
| Total characters | 604 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 141 | |
| ohcf | 15 | 7.7% |
| ohcv | 13 | 6.7% |
| l | 12 | 6.2% |
| dohc | 8 | 4.1% |
| rotor | 4 | 2.1% |
| dohcv | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 141 | |
| ohcf | 15 | 7.7% |
| ohcv | 13 | 6.7% |
| l | 12 | 6.2% |
| dohc | 8 | 4.1% |
| rotor | 4 | 2.1% |
| dohcv | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 186 | |
| h | 178 | |
| c | 178 | |
| f | 15 | 2.5% |
| v | 14 | 2.3% |
| l | 12 | 2.0% |
| d | 9 | 1.5% |
| r | 8 | 1.3% |
| t | 4 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 604 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 186 | |
| h | 178 | |
| c | 178 | |
| f | 15 | 2.5% |
| v | 14 | 2.3% |
| l | 12 | 2.0% |
| d | 9 | 1.5% |
| r | 8 | 1.3% |
| t | 4 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 604 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 186 | |
| h | 178 | |
| c | 178 | |
| f | 15 | 2.5% |
| v | 14 | 2.3% |
| l | 12 | 2.0% |
| d | 9 | 1.5% |
| r | 8 | 1.3% |
| t | 4 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 604 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 186 | |
| h | 178 | |
| c | 178 | |
| f | 15 | 2.5% |
| v | 14 | 2.3% |
| l | 12 | 2.0% |
| d | 9 | 1.5% |
| r | 8 | 1.3% |
| t | 4 | 0.7% |
num-of-cylinders
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| four | |
|---|---|
| six | |
| five | 11 |
| eight | 5 |
| two | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.9175258 |
| Min length | 3 |
Characters and Unicode
| Total characters | 760 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 152 | |
| six | 20 | 10.3% |
| five | 11 | 5.7% |
| eight | 5 | 2.6% |
| two | 4 | 2.1% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 152 | |
| six | 20 | 10.3% |
| five | 11 | 5.7% |
| eight | 5 | 2.6% |
| two | 4 | 2.1% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 163 | |
| o | 156 | |
| r | 153 | |
| u | 152 | |
| i | 36 | 4.7% |
| s | 20 | 2.6% |
| x | 20 | 2.6% |
| e | 20 | 2.6% |
| v | 12 | 1.6% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 760 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 163 | |
| o | 156 | |
| r | 153 | |
| u | 152 | |
| i | 36 | 4.7% |
| s | 20 | 2.6% |
| x | 20 | 2.6% |
| e | 20 | 2.6% |
| v | 12 | 1.6% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 760 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 163 | |
| o | 156 | |
| r | 153 | |
| u | 152 | |
| i | 36 | 4.7% |
| s | 20 | 2.6% |
| x | 20 | 2.6% |
| e | 20 | 2.6% |
| v | 12 | 1.6% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 163 | |
| o | 156 | |
| r | 153 | |
| u | 152 | |
| i | 36 | 4.7% |
| s | 20 | 2.6% |
| x | 20 | 2.6% |
| e | 20 | 2.6% |
| v | 12 | 1.6% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.2% |
engine-size
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.52062 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97 |
| median | 110 |
| Q3 | 140.75 |
| 95-th percentile | 205.1 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 43.75 |
Descriptive statistics
| Standard deviation | 42.101679 |
|---|---|
| Coefficient of variation (CV) | 0.33541644 |
| Kurtosis | 5.6587302 |
| Mean | 125.52062 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 2.0654552 |
| Sum | 24351 |
| Variance | 1772.5514 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.7% |
| 92 | 15 | 7.7% |
| 97 | 14 | 7.2% |
| 98 | 14 | 7.2% |
| 108 | 13 | 6.7% |
| 90 | 12 | 6.2% |
| 110 | 11 | 5.7% |
| 109 | 8 | 4.1% |
| 120 | 7 | 3.6% |
| 141 | 7 | 3.6% |
| Other values (31) | 78 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 12 | |
| 91 | 5 | 2.6% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 203 | 1 | 0.5% |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 |
fuel-system
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 6 |
| Other values (2) | 4 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8969072 |
| Min length | 3 |
Characters and Unicode
| Total characters | 756 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 88 | |
| 2bbl | 65 | |
| idi | 20 | 10.3% |
| 1bbl | 11 | 5.7% |
| spdi | 6 | 3.1% |
| 4bbl | 3 | 1.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 88 | |
| 2bbl | 65 | |
| idi | 20 | 10.3% |
| 1bbl | 11 | 5.7% |
| spdi | 6 | 3.1% |
| 4bbl | 3 | 1.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 158 | |
| i | 135 | |
| p | 95 | |
| f | 89 | |
| m | 88 | |
| l | 79 | |
| 2 | 65 | |
| d | 26 | 3.4% |
| 1 | 11 | 1.5% |
| s | 7 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 677 | |
| Decimal Number | 79 | 10.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 158 | |
| i | 135 | |
| p | 95 | |
| f | 89 | |
| m | 88 | |
| l | 79 | |
| d | 26 | 3.8% |
| s | 7 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 65 | |
| 1 | 11 | 13.9% |
| 4 | 3 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 677 | |
| Common | 79 | 10.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 158 | |
| i | 135 | |
| p | 95 | |
| f | 89 | |
| m | 88 | |
| l | 79 | |
| d | 26 | 3.8% |
| s | 7 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 2 | 65 | |
| 1 | 11 | 13.9% |
| 4 | 3 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 756 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 158 | |
| i | 135 | |
| p | 95 | |
| f | 89 | |
| m | 88 | |
| l | 79 | |
| 2 | 65 | |
| d | 26 | 3.4% |
| 1 | 11 | 1.5% |
| s | 7 | 0.9% |
bore
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3246907 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.9525 |
| Q1 | 3.135 |
| median | 3.31 |
| Q3 | 3.58 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.445 |
Descriptive statistics
| Standard deviation | 0.274606 |
|---|---|
| Coefficient of variation (CV) | 0.082595952 |
| Kurtosis | -0.80698564 |
| Mean | 3.3246907 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | 0.053512361 |
| Sum | 644.99 |
| Variance | 0.075408453 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 3.62 | 22 | 11.3% |
| 3.19 | 20 | 10.3% |
| 3.15 | 14 | 7.2% |
| 3.03 | 12 | 6.2% |
| 2.97 | 12 | 6.2% |
| 3.31 | 11 | 5.7% |
| 3.46 | 9 | 4.6% |
| 3.78 | 8 | 4.1% |
| 3.43 | 8 | 4.1% |
| 2.91 | 7 | 3.6% |
| Other values (26) | 71 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 12 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 2 | 1.0% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 4.1% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.6% |
| 3.63 | 2 | 1.0% |
| 3.62 | 22 | |
| 3.61 | 1 | 0.5% |
| 3.58 | 6 | 3.1% |
stroke
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2387113 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.4 |
| 95-th percentile | 3.601 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.29 |
Descriptive statistics
| Standard deviation | 0.30791778 |
|---|---|
| Coefficient of variation (CV) | 0.095074165 |
| Kurtosis | 2.3562476 |
| Mean | 3.2387113 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | -0.78217938 |
| Sum | 628.31 |
| Variance | 0.094813357 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 3.4 | 20 | 10.3% |
| 3.15 | 14 | 7.2% |
| 3.03 | 14 | 7.2% |
| 3.39 | 13 | 6.7% |
| 3.23 | 13 | 6.7% |
| 3.29 | 13 | 6.7% |
| 2.64 | 11 | 5.7% |
| 3.46 | 8 | 4.1% |
| 3.27 | 6 | 3.1% |
| 3.19 | 6 | 3.1% |
| Other values (26) | 76 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.36 | 1 | 0.5% |
| 2.64 | 11 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 2 | 1.0% |
| 3.86 | 1 | 0.5% |
| 3.64 | 5 | |
| 3.58 | 5 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 5 | |
| 3.47 | 4 | |
| 3.46 | 8 |
compression-ratio
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.244433 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.935 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 4.0521875 |
|---|---|
| Coefficient of variation (CV) | 0.3955502 |
| Kurtosis | 4.7716781 |
| Mean | 10.244433 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.5348561 |
| Sum | 1987.42 |
| Variance | 16.420224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 45 | |
| 9.4 | 26 | |
| 8.5 | 13 | 6.7% |
| 9.5 | 13 | 6.7% |
| 8.7 | 9 | 4.6% |
| 8 | 8 | 4.1% |
| 9.3 | 8 | 4.1% |
| 9.2 | 6 | 3.1% |
| 21 | 5 | 2.6% |
| 8.4 | 5 | 2.6% |
| Other values (22) | 56 |
| Value | Count | Frequency (%) |
| 7 | 3 | 1.5% |
| 7.5 | 5 | 2.6% |
| 7.6 | 4 | 2.1% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.6% |
| 8.5 | 13 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 3 |
horsepower
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.29381 |
| Minimum | 48 |
|---|---|
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 182 |
| Maximum | 288 |
| Range | 240 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 39.343858 |
|---|---|
| Coefficient of variation (CV) | 0.38461619 |
| Kurtosis | 3.3216119 |
| Mean | 102.29381 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 1.572218 |
| Sum | 19845 |
| Variance | 1547.9391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.8% |
| 70 | 11 | 5.7% |
| 69 | 10 | 5.2% |
| 95 | 9 | 4.6% |
| 110 | 8 | 4.1% |
| 116 | 8 | 4.1% |
| 114 | 6 | 3.1% |
| 160 | 6 | 3.1% |
| 62 | 6 | 3.1% |
| 88 | 6 | 3.1% |
| Other values (46) | 105 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 3.1% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 288 | 1 | 0.5% |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | 1.0% |
| 182 | 3 | |
| 176 | 2 | 1.0% |
| 175 | 1 | 0.5% |
| 162 | 2 | 1.0% |
| 160 | 6 |
peak-rpm
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5127.0619 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4232.5 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 6000 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 486.45075 |
|---|---|
| Coefficient of variation (CV) | 0.094879048 |
| Kurtosis | -0.0053809673 |
| Mean | 5127.0619 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.052314144 |
| Sum | 994650 |
| Variance | 236634.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 34 | |
| 5000 | 23 | |
| 5200 | 21 | |
| 5400 | 13 | 6.7% |
| 6000 | 9 | 4.6% |
| 5250 | 7 | 3.6% |
| 4500 | 7 | 3.6% |
| 5800 | 6 | 3.1% |
| 4150 | 5 | 2.6% |
| Other values (13) | 32 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.6% |
| 4200 | 5 | 2.6% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.1% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.6% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.1% |
| 4800 | 34 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.6% |
| 5900 | 3 | 1.5% |
| 5800 | 6 | 3.1% |
| 5750 | 1 | 0.5% |
| 5600 | 1 | 0.5% |
| 5500 | 37 | |
| 5400 | 13 | 6.7% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.6% |
city-mpg
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.484536 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19.25 |
| median | 25 |
| Q3 | 30.75 |
| 95-th percentile | 37.35 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.6076003 |
|---|---|
| Coefficient of variation (CV) | 0.25927881 |
| Kurtosis | 0.5031065 |
| Mean | 25.484536 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.59107861 |
| Sum | 4944 |
| Variance | 43.660381 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 21 | |
| 24 | 19 | 9.8% |
| 27 | 14 | 7.2% |
| 17 | 13 | 6.7% |
| 26 | 12 | 6.2% |
| 23 | 12 | 6.2% |
| 21 | 8 | 4.1% |
| 25 | 8 | 4.1% |
| 30 | 8 | 4.1% |
| Other values (19) | 51 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 6 | 3.1% |
| 17 | 13 | |
| 18 | 3 | 1.5% |
| 19 | 21 | |
| 20 | 1 | 0.5% |
| 21 | 8 | 4.1% |
| 22 | 4 | 2.1% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 7 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
highway-mpg
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.056701 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 31 |
| Q3 | 36.75 |
| 95-th percentile | 43 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 11.75 |
Descriptive statistics
| Standard deviation | 6.9343241 |
|---|---|
| Coefficient of variation (CV) | 0.22327948 |
| Kurtosis | 0.40722585 |
| Mean | 31.056701 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.46479011 |
| Sum | 6025 |
| Variance | 48.084851 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.8% |
| 38 | 17 | 8.8% |
| 32 | 16 | 8.2% |
| 30 | 15 | 7.7% |
| 34 | 14 | 7.2% |
| 37 | 13 | 6.7% |
| 28 | 12 | 6.2% |
| 33 | 9 | 4.6% |
| 29 | 9 | 4.6% |
| 24 | 9 | 4.6% |
| Other values (20) | 61 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 8 | |
| 23 | 7 | 3.6% |
| 24 | 9 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 4 | 2.1% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
price
Real number (ℝ)
| Distinct | 175 |
|---|---|
| Distinct (%) | 90.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13089.34 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6156.1 |
| Q1 | 7775 |
| median | 10096.5 |
| Q3 | 16500 |
| 95-th percentile | 33053 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8725 |
Descriptive statistics
| Standard deviation | 8068.6413 |
|---|---|
| Coefficient of variation (CV) | 0.61642842 |
| Kurtosis | 3.1864612 |
| Mean | 13089.34 |
| Median Absolute Deviation (MAD) | 3133 |
| Skewness | 1.8365138 |
| Sum | 2539332 |
| Variance | 65102973 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10295 | 5 | 2.6% |
| 8495 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 8921 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| 5572 | 2 | 1.0% |
| Other values (165) | 171 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 115.0 | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 13495.0 |
| 1 | 3 | 115.0 | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 16500.0 |
| 2 | 1 | 115.0 | alfa-romero | gas | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154.0 | 5000.0 | 19 | 26 | 16500.0 |
| 3 | 2 | 164.0 | audi | gas | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102.0 | 5500.0 | 24 | 30 | 13950.0 |
| 4 | 2 | 164.0 | audi | gas | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115.0 | 5500.0 | 18 | 22 | 17450.0 |
| 5 | 2 | 115.0 | audi | gas | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 15250.0 |
| 6 | 1 | 158.0 | audi | gas | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 17710.0 |
| 7 | 1 | 115.0 | audi | gas | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 18920.0 |
| 8 | 1 | 158.0 | audi | gas | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140.0 | 5500.0 | 17 | 20 | 23875.0 |
| 9 | 0 | 115.0 | audi | gas | turbo | two | hatchback | 4wd | front | 99.5 | 178.2 | 67.9 | 52.0 | 3053 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 7.0 | 160.0 | 5500.0 | 16 | 22 | 10295.0 |
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 13415.0 |
| 196 | -2 | 103.0 | volvo | gas | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 15985.0 |
| 197 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 16515.0 |
| 198 | -2 | 103.0 | volvo | gas | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18420.0 |
| 199 | -1 | 74.0 | volvo | gas | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18950.0 |
| 200 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 16845.0 |
| 201 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160.0 | 5300.0 | 19 | 25 | 19045.0 |
| 202 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134.0 | 5500.0 | 18 | 23 | 21485.0 |
| 203 | -1 | 95.0 | volvo | diesel | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106.0 | 4800.0 | 26 | 27 | 22470.0 |
| 204 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 19 | 25 | 22625.0 |